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Open-source self-hosted RAG knowledge base. Schema emerges from your data — no upfront modeling. Cited answers across PDFs, scans, spreadsheets, emails. Postgres + pgvector + ParadeDB. MIT. An alternative to Glean / NotebookLM / Hebbia for teams that keep data on their own infrastructure.
Local, privacy-first cited-answer engine that surfaces disagreement: answers from web + your local docs + scholarly sources with inline citations, then cross-checks the answer against those sources to show where they agree and contradict. RAG over a local Ollama model. MIT.